A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks

Xinyi Wu, Zhengdao Chen, William Wei Wang, Ali Jadbabaie. A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

Abstract

Abstract is missing.